Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC

Roger Frigola, Fredrik Lindsten, Thomas B. Schön, Carl E. Rasmussen. Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC. In Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. pages 3156-3164, 2013. [doi]

@inproceedings{FrigolaLSR13,
  title = {Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC},
  author = {Roger Frigola and Fredrik Lindsten and Thomas B. Schön and Carl E. Rasmussen},
  year = {2013},
  url = {http://papers.nips.cc/paper/5085-bayesian-inference-and-learning-in-gaussian-process-state-space-models-with-particle-mcmc},
  researchr = {https://researchr.org/publication/FrigolaLSR13},
  cites = {0},
  citedby = {0},
  pages = {3156-3164},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  editor = {Christopher J. C. Burges and Léon Bottou and Zoubin Ghahramani and Kilian Q. Weinberger},
}